StyleGAN
Benchmarks
TaskDatasetSOTA resultTrendResults
StyleGAN
1mAP
29
StyleGAN
95.97Restoration Accuracy
26
StyleGAN2
99.2Acc
24
StyleGAN3
90Accuracy
12
StyleGAN 3
95Balanced Accuracy
11
StyleGAN-XL
93.5Balanced Accuracy
11
StyleGAN generator (test)
99.42Accuracy
11
StyleGAN-XL
94.8Accuracy
10
StyleGAN2
99.57AA Score
9
StyleGAN v2 (test)
0.934ASR (DCTA)
9
StyleGAN ID
100Accuracy
7
StyleGAN (test)
77.64AA (Age)
7
StyleGAN
19.56PSNR
6
StyleGAN (test)
96.7AP
6
StyleGan2
80AUC
5
StyleGANv2 spatial-based (test)
100ResNet Accuracy
4
StyleGAN2
7.3FID
3
StyleGAN3 (test)
99.78Accuracy
1
StyleGAN2 Age + Race + Pitch
—Primary metric
0
StyleGAN2 Gender + Bangs + Yaw
—Primary metric
0